| 2025 | CVPR | Reasoning in Visual Navigation of End-to-end Trained Agents: A Dynamical Systems Approach. | Steeven Janny, Herv Poirier, Leonid Antsfeld, Guillaume Bono, Gianluca Monaci, Boris Chidlovskii, Francesco Giuliari, Alessio Del Bue, Christian Wolf |
| 2025 | ETFA | Resilient Production based on standardized, semantic, and interlinked Data Foundation. | Miriam Schleipen, Fabian Schmitt, Kathrin Bischoff, Christian Wolf |
| 2025 | ETFA | Boosting Virtual Commissioning using FMU-based Zoom-In Models. | Christian Wolf, Felix Wittmann, Miriam Schleipen, Tina Mersch, Robert Tagmann |
| 2024 | CVPR | Learning to Navigate Efficiently and Precisely in Real Environments. | Guillaume Bono, Herv Poirier, Leonid Antsfeld, Gianluca Monaci, Boris Chidlovskii, Christian Wolf |
| 2024 | CVPR | Task-Conditioned Adaptation of Visual Features in Multi-Task Policy Learning. | Pierre Marza, Latitia Matignon, Olivier Simonin, Christian Wolf |
| 2024 | ICLR | End-to-End (Instance)-Image Goal Navigation through Correspondence as an Emergent Phenomenon. | Guillaume Bono, Leonid Antsfeld, Boris Chidlovskii, Philippe Weinzaepfel, Christian Wolf |
| 2024 | ICLR | Learning with a Mole: Transferable latent spatial representations for navigation without reconstruction. | Guillaume Bono, Leonid Antsfeld, Assem Sadek, Gianluca Monaci, Christian Wolf |
| 2024 | ICLR | Space and time continuous physics simulation from partial observations. | Steeven Janny, Madiha Nadri, Julie Digne, Christian Wolf |
| 2024 | IROS | AutoNeRF: Training Implicit Scene Representations with Autonomous Agents. | Pierre Marza, Latitia Matignon, Olivier Simonin, Dhruv Batra, Christian Wolf, Devendra Singh Chaplot |
| 2023 | ICCV | Multi-Object Navigation with dynamically learned neural implicit representations. | Pierre Marza, Latitia Matignon, Olivier Simonin, Christian Wolf |
| 2023 | ICLR | EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers. | Steeven Janny, Aurlien Bneteau, Madiha Nadri, Julie Digne, Nicolas Thome, Christian Wolf |
| 2023 | IROS | Learning Whom to Trust in Navigation: Dynamically Switching Between Classical and Neural Planning. | Sombit Dey, Assem Sadek, Gianluca Monaci, Boris Chidlovskii, Christian Wolf |
| 2023 | ICRA | Multi-Object Navigation in real environments using hybrid policies. | Assem Sadek, Guillaume Bono, Boris Chidlovskii, Atilla Baskurt, Christian Wolf |
| 2022 | ICLR | Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space. | Steeven Janny, Fabien Baradel, Natalia Neverova, Madiha Nadri, Greg Mori, Christian Wolf |
| 2022 | IROS | Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation. | Pierre Marza, Latitia Matignon, Olivier Simonin, Christian Wolf |
| 2022 | ICRA | An in-depth experimental study of sensor usage and visual reasoning of robots navigating in real environments. | Assem Sadek, Guillaume Bono, Boris Chidlovskii, Christian Wolf |
| 2021 | CVPR | SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation. | Brendan Duke, Abdalla Ahmed, Christian Wolf, Parham Aarabi, Graham W. Taylor |
| 2021 | CVPR | Roses Are Red, Violets Are Blue... but Should VQA Expect Them To? | Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf |
| 2021 | CVPR | How Transferable Are Reasoning Patterns in VQA? | Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot, Christian Wolf |
| 2020 | ECAI | Weak Supervision Helps Emergence of Word-Object Alignment and Improves Vision-Language Tasks. | Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf |
| 2020 | ECCV | Learning to Plan with Uncertain Topological Maps. | Edward Beeching, Jilles Dibangoye, Olivier Simonin, Christian Wolf |
| 2020 | ICLR | CoPhy: Counterfactual Learning of Physical Dynamics. | Fabien Baradel, Natalia Neverova, Julien Mille, Greg Mori, Christian Wolf |
| 2020 | ICPR | Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer. | Edward Beeching, Jilles Dibangoye, Olivier Simonin, Christian Wolf |
| 2019 | CVPR | Attentional PointNet for 3D-Object Detection in Point Clouds. | Anshul Paigwar, zgr Erkent, Christian Wolf, Christian Laugier |
| 2019 | CVPR | Attentional PointNet for 3D-Object Detection in Point Clouds. | Anshul Paigwar, zgr Erkent, Christian Wolf, Christian Laugier |
| 2018 | BMVC | Human Activity Recognition with Pose-driven Attention to RGB. | Fabien Baradel, Christian Wolf, Julien Mille |
| 2018 | CVPR | Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points. | Fabien Baradel, Christian Wolf, Julien Mille, Graham W. Taylor |
| 2018 | ECCV | Object Level Visual Reasoning in Videos. | Fabien Baradel, Natalia Neverova, Christian Wolf, Julien Mille, Greg Mori |
| 2018 | ICARCV | Semantic Grid Estimation with Occupancy Grids and Semantic Segmentation Networks. | zgr Erkent, Christian Wolf, Christian Laugier |
| 2018 | IROS | Semantic Grid Estimation with a Hybrid Bayesian and Deep Neural Network Approach. | zgr Erkent, Christian Wolf, Christian Laugier, David Sierra Gonzlez, Victor Romero-Cano |
| 2018 | RoboCup | Context Aware Robot Architecture, Application to the RoboCup@Home Challenge. | Fabrice Jumel, Jacques Saraydaryan, Raphael Leber, Latitia Matignon, Eric Lombardi, Christian Wolf, Olivier Simonin |
| 2017 | ACIVS | Multi-view Pose Estimation with Flexible Mixtures-of-Parts. | Emre Dogan, Gonen Eren, Christian Wolf, Eric Lombardi, Atilla Baskurt |
| 2017 | BMVC | Residual Conv-Deconv Grid Network for Semantic Segmentation. | Damien Fourure, Rmi Emonet, lisa Fromont, Damien Muselet, Alain Trmeau, Christian Wolf |
| 2017 | ICDAR | Full-Page Text Recognition: Learning Where to Start and When to Stop. | Bastien Moysset, Christopher Kermorvant, Christian Wolf |
| 2016 | ICFHR | Learning Text-Line Localization with Shared and Local Regression Neural Networks. | Bastien Moysset, Jrme Louradour, Christopher Kermorvant, Christian Wolf |
| 2016 | ICIP | Mixed pooling neural networks for color constancy. | Damien Fourure, Rmi Emonet, lisa Fromont, Damien Muselet, Alain Trmeau, Christian Wolf |
| 2016 | SSPR | Semantic Segmentation via Multi-task, Multi-domain Learning. | Damien Fourure, Rmi Emonet, lisa Fromont, Damien Muselet, Alain Trmeau, Christian Wolf |
| 2015 | ICDAR | Space Displacement Localization Neural Networks to locate origin points of handwritten text lines in historical documents. | Bastien Moysset, Pierre Adam, Christian Wolf, Jrme Louradour |
| 2015 | ICDAR | Paragraph text segmentation into lines with Recurrent Neural Networks. | Bastien Moysset, Christopher Kermorvant, Christian Wolf, Jrme Louradour |
| 2015 | ICIP | Activity recognition with volume motion templates and histograms of 3D gradients. | Emre Dogan, Gonen Eren, Christian Wolf, Atilla Baskurt |
| 2014 | ACCV | Hand Segmentation with Structured Convolutional Learning. | Natalia Neverova, Christian Wolf, Graham W. Taylor, Florian Nebout |
| 2014 | BMVC | Contextually Constrained Deep Networks for Scene Labeling. | Taygun Keke, Rmi Emonet, lisa Fromont, Alain Trmeau, Christian Wolf |
| 2014 | ECCV | Multi-scale Deep Learning for Gesture Detection and Localization. | Natalia Neverova, Christian Wolf, Graham W. Taylor, Florian Nebout |
| 2014 | HAI | Modeling perception-action loops: comparing sequential models with frame-based classifiers. | Alaeddine Mihoub, Grard Bailly, Christian Wolf |
| 2012 | BMVC | Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification. | Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt |
| 2012 | ICPR | Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition. | Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt |
| 2010 | AVSS | Recognizing and Localizing Individual Activities through Graph Matching. | Anh-Phuong Ta, Christian Wolf, Guillaume Lavou, Atilla Baskurt |
| 2010 | ICANN | Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks. | Moez Baccouche, Franck Mamalet, Christian Wolf, Christophe Garcia, Atilla Baskurt |
| 2010 | ICPR | Pairwise Features for Human Action Recognition. | Anh-Phuong Ta, Christian Wolf, Guillaume Lavou, Atilla Baskurt, Jean-Michel Jolion |
| 2010 | ICPR | Integrating a Discrete Motion Model into GMM Based Background Subtraction. | Christian Wolf, Jean-Michel Jolion |
| 2009 | CBMI | Classification of Images Based on Hidden Markov Models. | Marc Mouret, Christine Solnon, Christian Wolf |
| 2009 | CBMI | 3D Object Detection and Viewpoint Selection in Sketch Images Using Local Patch-Based Zernike Moments. | Anh-Phuong Ta, Christian Wolf, Guillaume Lavou, Atilla Baskurt |
| 2009 | SODA | Inserting a vertex into a planar graph. | Markus Chimani, Carsten Gutwenger, Petra Mutzel, Christian Wolf |
| 2008 | ICPR | Improving recto document side restoration with an estimation of the verso side from a single scanned page. | Christian Wolf |
| 2003 | ACE | iWeaver: Towards 'Learning Style'-based e-Learning in Computer Science Education. | Christian Wolf |
| 2002 | ICPR | Binarization of Low Quality Text Using a Markov Random Field Model. | Christian Wolf, David S. Doermann |
| 2002 | ICPR | Text Localization, Enhancement and Binarization in Multimedia Documents. | Christian Wolf, Jean-Michel Jolion, Franoise Chassaing |
| 2000 | ICPR | Content Based Image Retrieval Using Interest Points and Texture Features. | Christian Wolf, Walter G. Kropatsch, Horst Bischof, Jean-Michel Jolion |